CN109597801A - Medical data standardized management method and system, electronic equipment, storage medium - Google Patents
Medical data standardized management method and system, electronic equipment, storage medium Download PDFInfo
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- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
- G16H40/20—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the management or administration of healthcare resources or facilities, e.g. managing hospital staff or surgery rooms
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Abstract
Present disclose provides a kind of medical data management method and system, electronic equipment, computer readable storage mediums, belong to technical field of data processing.This method comprises: obtaining original medical data；The original medical data are converted into standardized data；The first index value of the standardized data is determined according to the patient information data in the standardized data, and the second index value of the standardized data is determined according to the diagnosis information data in the standardized data；The standardized data is arranged as normal data table according to the first index value and the second index value.The disclosure by the method for standardized management may be implemented the not intercommunication of the medical data of homologous ray be associated with, more valuable information are excavated from medical data, and make data that there is preferable availability.
Description
Technical field
This disclosure relates to which technical field of data processing more particularly to a kind of medical data management method and system, electronics are set
Standby, computer readable storage medium.
Background technique
In recent years, data processing and big data technology are increasingly used in medicine and hygiene fields, in medical diagnosis on disease, face
Bed decision support, medical research, medical institutions' management etc. are of great significance.
HIS (Hospital of the existing medical data management method majority based on each hospital or medical institutions
Information System, hospital information system), the processes such as acquisition, processing, classification, storage of medical data are all in HIS
Upper completion.However the HIS of each hospital or medical institutions has respective type of database and a data format, between different HIS
It is difficult to realize data interchange or data correlation, so that medical data application is difficult to break through the limitation of single HIS, is affected medical big
The development of data technique.
It should be noted that information is only used for reinforcing the reason to the background of the disclosure disclosed in above-mentioned background technology part
Solution, therefore may include the information not constituted to the prior art known to persons of ordinary skill in the art.
Summary of the invention
The disclosure is designed to provide a kind of medical data management method and system, electronic equipment, computer-readable deposits
Storage media, and then overcome existing medical data management method dependent on single HIS at least to a certain extent, it is difficult to it realizes not
With between hospital the problem of data interchange.
Other characteristics and advantages of the disclosure will be apparent from by the following detailed description, or partially by the disclosure
Practice and acquistion.
According to one aspect of the disclosure, a kind of medical data standardized management method is provided, comprising: obtain original medical
Data；The original medical data are converted into standardized data；It is true according to the patient information data in the standardized data
The first index value of the fixed standardized data, and the standard is determined according to the diagnosis information data in the standardized data
Change the second index value of data；The standardized data is arranged as mark according to the first index value and the second index value
Quasi- tables of data.
In a kind of exemplary embodiment of the disclosure, the original medical data, which are converted to standardized data, includes:
The original index of the original medical data is converted into standard index according to standard dictionary；According to the number of each standard index
The original medical data are converted into the standardized data according to format.
In a kind of exemplary embodiment of the disclosure, further includes: by the sensitive information data in the standardized data
Carry out desensitization process.
In a kind of exemplary embodiment of the disclosure, the patient information data include public patient number, patient's name,
One of patient identity card number, patient's cell-phone number, Gender, patient date of birth, patient's medical insurance card number are a variety of；It is described
Diagnosis information data include medical number, medical card number, medical hospital, accurate visit, consultation time, the medical examination time, live
One of institute's time is a variety of.
In a kind of exemplary embodiment of the disclosure, institute is determined according to the patient information data in the standardized data
The first index value of standardized data is stated, and determines the normalized number according to the diagnosis information data in the standardized data
According to second index value include: that the public patient number in the patient information data is determined as the first of the standardized data
Index value, and the medical number in the diagnosis information data is determined as to the second index value of the standardized data；Work as inspection
When measuring in the patient information data not comprising public patient, the normalized number is generated according to the patient information data
According to virtual first index value；When detecting in the diagnosis information data not comprising medical number, according to the medical letter
Breath data generate the virtual second index value of the standardized data.
It, will be described according to the first index value and the second index value in a kind of exemplary embodiment of the disclosure
It includes: to cluster the identical standardized data of the second index value that standardized data, which arranges as normal data table,；It will gather
The standardized data after class is arranged according to the first index value, obtains the normal data table.
According to one aspect of the disclosure, a kind of medical data management system is provided, comprising: data acquisition module is used for
Obtain original medical data；Standard handovers module, for the original medical data to be converted to standardized data；Index determines
Module, for determining the first index value of the standardized data according to the patient information data in the standardized data, with
And the second index value of the standardized data is determined according to the diagnosis information data in the standardized data；Data preparation mould
Block, for being arranged the standardized data for normal data table according to the first index value and the second index value.
In a kind of exemplary embodiment of the disclosure, the standard handovers module further include: version determining unit is used for
Determine the version of standard dictionary；Index converting unit, for according to the standard dictionary by the original of the original medical data
Index is converted to standard index；Format conversion unit, for according to the data format of each standard index by the original doctor
It treats data and is converted to the standardized data；Data desensitization unit, for by the sensitive information data in the standardized data
Carry out desensitization process；Data preview unit, for showing the standardized data after desensitizing in advance；The system also includes:
The normal data table is presented for full dose in full dose detection module, and by the standardized data of format exception, without first rope
The standardized data high-lighting for drawing value or second index value is shown；Business configuration module, for being matched according to the normal data table
Set service database.
According to one aspect of the disclosure, a kind of electronic equipment is provided, comprising: processor；And memory, for storing
The executable instruction of the processor；Wherein, the processor is configured to above-mentioned to execute via the executable instruction is executed
Method described in any one.
According to one aspect of the disclosure, a kind of computer readable storage medium is provided, computer program is stored thereon with,
The computer program realizes method described in above-mentioned any one when being executed by processor.
The exemplary embodiment of the disclosure has the advantages that
On the one hand, the method that a kind of pair of original medical data are standardized management is provided, by setting unified mark
Standard and targetedly transformation rule, can be converted to standardized data for the medical data of separate sources, different-format, and whole
Reason is the tables of data or database of standard pattern, so that data have preferable availability, to provide for subsequent application
Advantageous basis；On the other hand, it can be established in the medical data of not homologous ray according to first index value and second index value
Association, excavates more information by standardized data management, so that medical data embodies higher value.
It should be understood that above general description and following detailed description be only it is exemplary and explanatory, not
The disclosure can be limited.
Detailed description of the invention
The drawings herein are incorporated into the specification and forms part of this specification, and shows the implementation for meeting the disclosure
Example, and together with specification for explaining the principles of this disclosure.It should be evident that the accompanying drawings in the following description is only the disclosure
Some embodiments for those of ordinary skill in the art without creative efforts, can also basis
These attached drawings obtain other attached drawings.
Fig. 1 schematically shows a kind of flow chart of medical data management method in the present exemplary embodiment；
Fig. 2 schematically shows the flow chart of another medical data management method in the present exemplary embodiment；
Fig. 3 schematically shows a kind of structural block diagram of medical data management system in the present exemplary embodiment；
Fig. 4 schematically shows a kind of electronic equipment for realizing the above method in the present exemplary embodiment；
Fig. 5 schematically shows a kind of computer-readable storage medium for realizing the above method in the present exemplary embodiment
Matter.
Specific embodiment
Example embodiment is described more fully with reference to the drawings.However, example embodiment can be with a variety of shapes
Formula is implemented, and is not understood as limited to example set forth herein；On the contrary, thesing embodiments are provided so that the disclosure will more
Fully and completely, and by the design of example embodiment comprehensively it is communicated to those skilled in the art.Described feature, knot
Structure or characteristic can be incorporated in any suitable manner in one or more embodiments.
The exemplary embodiment of the disclosure provides firstly a kind of medical data management method, can be applied to medical data
The server of management.Wherein, the multiple sections of medical data to be managed typically from multiple hospitals, medical institutions or hospital
Room.Refering to what is shown in Fig. 1, this method may comprise steps of:
Step S11 obtains original medical data.
Original medical data are the initial data of generation during patient assessment, such as doctor records the first of patient symptom
Hand data, patient carry out the result data etc. of medical examination, can be stored in the HIS of each hospital or the case history of papery etc.
In document, therefore original medical data can be extracted from the database of HIS and interacting with HIS, it can also be by artificial
The data of papery are converted to the electronics original medical data on server by the modes such as typing.
Original medical data are converted to standardized data by step S12.
The HIS used due to Different hospital is different, or the mode and the differences such as habit of record data, the original doctor of generation
The format for treating data is not also identical, it is therefore desirable to be standardized conversion.In conversion, unified standard can be preset,
And according to the data structure feature of different HIS, the transformation rule of each HIS is pointedly formulated.
It for example, can be with the class of established standards format, such as numerical value for the numeric type data in original medical data
Fill rule etc. when type, the length of numerical value, curtailment, is then converted according to reference format；For text-type data,
Numeric type data can be preferentially converted to be handled, can not transforming numerical identification conversion can be carried out to keyword；For
Then picture in original medical data can pass through edge filling, pressure with the size, resolution ratio, coloured typies etc. of established standards
The modes such as contracting, processes pixel are converted, and are stored in special picture database, and modes and the numerical value such as address link are passed through
Type, text-type data establish mapping.
The specific implementation that standardized data is converted to about original medical data, by embodiment below into one
Walk explanation.
Step S13 determines the first index value of standardized data, and root according to the patient information data in standardized data
The second index value of standardized data is determined according to the diagnosis information data in standardized data.
Wherein, patient information data refers to data relevant to patient identity, usually can be the essential information of patient, example
Such as public patient number, patient's name, patient identity card number, patient's cell-phone number, Gender, patient date of birth, patient's medical insurance
Card number etc..First index value refers to the data that can uniquely determine patient identity, such as the feelings for closing rule are verified in public patient number
Under condition, there is unique identification for patient identity, therefore public patient number can be regard as first index value.
In this example embodiment, the medical data of patient can be managed as unit of going to a doctor every time, medical to refer to
Since patient hospital registers registration, to patient from the overall process until institute's clearing, diagnosis information data, which refer to, can be used for really
Determine standardized data and belong to the data which time is gone to a doctor, such as goes to a doctor and number, medical card number, medical hospital, accurate visit, goes to a doctor
Time, medical examination time, hospital stays etc..Second index value refers to the data that can uniquely determine patient assessment's batch, example
Such as medical number has unique identification for medical batch, therefore can be as second index value.
Original medical data are usually the form of multiple tuples, and the data in each tuple belong to the same primary of same patient
It is medical, in step s 12, although data structure does not change, still by original medical data conversion for standardized data
So remain the tuple corresponding relationship of original medical data.And since original medical data are from multiple HIS, the division of tuple
It is more mixed and disorderly with structure, and also do not have specific connection between different tuple, it is therefore desirable to further arrange, can by with
Lower step S14 is realized.
Step S14 arranges standardized data for normal data table according to first index value and second index value.
The main purpose of arrangement be in order to which the data of different tuples are associated, such as same patient Different hospital just
The medical data examined, same patient is with once medical Outpatient Department data and hospitalization data, if associating can embody more
Information.Wherein, first index value represents the unique identification of patient, therefore can will be belonged to same by way of tables of data
The standardized data of patient is associated；Second index value represents the unique identification of medical batch, therefore can will belong to same
The data of medical batch are associated.Association can be realized by data preparation, can specifically include data clusters, data row
The modes such as column, the foundation of tables of data level, such as crumb data, the orphan's data in standardized data, first can be passed through
Index value and second index value are clustered；In the case of standardized data complexity, it can be established by first index value every
The subdatasheet of a patient, and be nested into total data table, the two collectively forms normal data table, can also pass through the first index
Value or the form of second index value expansion arrange etc., and the present embodiment is not specially limited this.
In the above-mentioned methods, on the one hand, provide the method that a kind of pair of original medical data are standardized management, pass through
Unified standard and targetedly transformation rule are set, the medical data of separate sources, different-format can be converted into mark
Standardization data, and the tables of data or database arranged as standard pattern, so that data have preferable availability, to be subsequent
Application provide advantageous basis；It on the other hand, can be in the doctor of not homologous ray according to first index value and second index value
Treat data in establish association, more information are excavated by standardized data management so that medical data embody it is higher
Value.
In one exemplary embodiment, refering to what is shown in Fig. 2, following steps can be passed through after obtaining original medical data
Original medical data are converted into standardized data:
The original index of original medical data is converted to standard index according to standard dictionary by step S22.
Original medical data are converted to standardized data according to the data format of each standard index by step S23.
Wherein, original index refers to the Property Name of original medical data, for example, patient disease time, blood pressure, take
Drug etc. can establish the standard words about index since name of the Different hospital for same index may be different
Library.For example, similar multiple index names can be mapped to a standard index, for drug or inspection etc. in each hospital
Different situations is numbered in HIS, the mapping that can establish number to the standard index of each HIS respectively can for doctor's advice field
Keyword therein is mapped to standard index etc..
Further, data format can be determined for each standard index, which is reference format.Citing and
Day may be recorded in some HIS in booking time by speech, when being recorded in some HIS, point or the second, may be in some HIS
The data format of YY-MM-DD records the time, may be the data format etc. of HH:MM:SS in some HIS, can be by booking time
Reference format be determined as YYMMDD-HHMMSS, data deficiencies can be substituted with X.In another example each hospital formulates refund is received
Process it is different, cause the receipts refund data format of each HIS record different, can to realize unified receipts refund data standard
In reference format, the data containing a plurality of receipts refund record are converted to positive/negative data according to charge/refund type
Format maintains former format constant containing the data that single receives refund record, insufficient to be partially filled with null value.Refer in unified each standard
When target data format, the rule that various formats are transformed into reference format can establish, to realize the original of various formats
Medical data is converted to standardized data.
It should be noted that standard dictionary can be preconfigured database, it in actual application, can be by transporting
Dimension personnel are by adding more standard indexs, original index-standard index mapping relations, the data format of standard index, original
Beginning medical data-reference format transformation rule etc. realizes the update and maintenance of standard dictionary.
It further, can also be by the sensitive information in standardized data as shown in Fig. 2, after obtaining standardized data
Data carry out desensitization process.Wherein, sensitive information data can be the stronger data of privacy, such as patient's name, Huan Zheshen
Part card number, patient address and data of part privacy disease etc..Desensitization process can be changed using shielded segment field, data
It concrete forms, the present embodiment such as writes or encrypts to be not specially limited this.
In one exemplary embodiment, patient information data may include public patient number, patient's name, patient identity card
Number, patient's cell-phone number, Gender, patient date of birth, one of patient's medical insurance card number or a variety of；Diagnosis information data can
With include medical number, medical card number, medical hospital, accurate visit, consultation time, the medical examination time, in the hospital stays
It is one or more.
Further, with reference to shown in above-mentioned Fig. 2, step S13 may comprise steps of S25~S27:
Public patient number in patient information data is determined as the first index value of standardized data by step S25, and will
Medical number in diagnosis information data is determined as the second index value of standardized data.
Wherein, public patient number refers to same patient number general between Different hospital, has for patient identity
Unique identification, in some cases, patient identity card number can also be used as public patient number；Medical number refers to every time
It examines and does not repeat to number for unit distribution, there is unique identification for medical batch.
Step S26, when detecting in the patient information data not comprising public patient, according to the patient information
Data generate the virtual first index value of the standardized data.
It for example, can be with patient's name+hand of each tuple when patient information data does not include public patient
Machine number generates the virtual first index value of the tuple, when patient's name+cell-phone number of other tuples is identical, distributes identical
Virtual first index value, the numerical value with fixed digit that virtual first index value can be generated by system, can pass through dullness
It is generated from the modes such as increasing or random value.In addition it is also possible to which patient's name+cell-phone number is replaced with patient's name+gender+birth
The combination such as date or patient's name+patient's medical insurance card number.
Step S27, when detecting in the diagnosis information data not comprising medical number, according to the diagnosis information number
According to the virtual second index value for generating the standardized data.
Similar, medical card number+medical combination producings such as hospital or medical hospital+consultation time virtual second can be passed through
Index value, virtual second index value and virtual first index value should have stylistic significant difference, such as numerical value digit is not
Same, the first numerical value difference etc..
By establishing virtual first index value and virtual second index value, can further excavate between different tuple datas
Association, realize more effective data management.
In one exemplary embodiment, step S14 can be realized by following steps S28 and S29:
Step S28 clusters the identical standardized data of the second index value.
I.e. as unit of medical, array is divided to standardized data, makes to belong to same medical data cross in tables of data
To association.
Step S29 arranges the standardized data after cluster according to the first index value.
The first level permutations are carried out to standardized data i.e. as unit of patient, the medical data of the difference of same patient is made to exist
It is longitudinally associated in tables of data.
By step S28 and S29, standardized data is arranged to normal data table for classification and orderly, is further increased
The availability of normal data table.
The exemplary embodiment of the disclosure additionally provides a kind of medical data management system, refering to what is shown in Fig. 3, the system
300 may include: data acquisition module 310, for obtaining original medical data, can be imported by external HIS or be recorded manually
The modes such as enter to obtain；Standard handovers module 320, for original medical data to be converted to standardized data；Index creation module
330, for determining the first index value of standardized data according to the patient information data in standardized data, and according to standard
Change the second index value that the diagnosis information data in data determine standardized data；Data preparation module 340, for according to first
Index value and second index value arrange standardized data.
In one exemplary embodiment, with reference to shown in above-mentioned Fig. 3, standard handovers module 320 can also include: that version determines
Unit 321, for determining the version of standard dictionary；Index converting unit 322, for according to standard dictionary by original medical data
Original index be converted to standard index；Format conversion unit 323, for according to the data format of each standard index by original doctor
It treats data and is converted to standardized data；Data desensitization unit 324, for taking off the sensitive information data in standardized data
Quick processing；Data preview unit 325, for showing the standardized data after desensitizing in advance.The medical data management system 300 is also
It may include: full dose detection module 350, be presented normal data table for full dose, and by the standardized data of format exception, nothing the
The standardized data high-lighting of one index value or second index value is shown；Business configuration module 360, for according to normal data table
Configuration service database.
Wherein, the version of standard dictionary, the standard of the standard dictionary of different editions be can choose in version determining unit 321
Index is different, and the requirement for data format is different, and the standard index of the standard dictionary of usual highest version is more complete, and number
According to the more complicated multiplicity of format；It can be according to the integrity degree of original medical data, data coverage, data format and later period
The demand of application is determined.In data preview unit 325, by showing standardized data in advance, operation maintenance personnel can be made to examine
The conversion and desensitization process for surveying standardized data have no problem, to take timely measure when problem occurs, prevent problem from flowing into
To subsequent arrangement link.In data preparation module 340, the standardized data that can will be unable to normally arrange is marked, and
It is presented in full dose detection module 350, the standardized data of format exception can be not to be found in standard handovers module 320
Abnormal data, the standardized data of no first index value or second index value can be the absence of necessary patient information data or
Diagnosis information data lead to not the data for being associated with or generating virtual index value.In addition, 350 full dose of full dose detection module is shown
Normal data table can also make operation maintenance personnel further detect whether that there are the not found exceptions of system, and be located accordingly
It sets.Business configuration module 360 is to establish the module contacted with service database, and normal data table can be considered total Database, business
Database be subdata base relevant to each business, such as clinical analysis business need data be normal data table in face
The relevant data of bed, the data that cardiovascular disease business needs are cardiovascular relevant data etc., therefore can be according to business need
The garbled data from standard database is asked in order to the access and calling of front end applications side, and to guarantee with configuration service database
The specificity of service database.
In one exemplary embodiment, patient information data may include public patient number, patient's name, patient identity card
Number, patient's cell-phone number, Gender, patient date of birth, one of patient's medical insurance card number or a variety of；Diagnosis information data can
With include medical number, medical card number, medical hospital, accurate visit, consultation time, the medical examination time, in the hospital stays
It is one or more.
In one exemplary embodiment, index determining module can also include: true index determination unit, be used for patient
Public patient number in information data is determined as the first index value of standardized data, and by the medical volume in medical information data
Number it is determined as the second index value of standardized data；Virtual index determination unit detects in patient information data not for working as
When comprising public patient, the virtual first index value of standardized data is generated according to patient information data, and work as and detect
When not including medical number in diagnosis information data, virtual second index of standardized data is generated according to diagnosis information data
Value.
In one exemplary embodiment, data preparation module can be used for by the identical standardized data of second index value into
Row cluster, and the standardized data after cluster is arranged according to first index value, obtain normal data table.
The other details of above-mentioned each module/unit have been described in detail in the embodiment of method part, therefore no longer superfluous
It states.
The exemplary embodiment of the disclosure additionally provides a kind of electronic equipment that can be realized the above method.
Person of ordinary skill in the field it is understood that various aspects of the disclosure can be implemented as system, method or
Program product.Therefore, various aspects of the disclosure can be with specific implementation is as follows, it may be assumed that complete hardware embodiment, complete
The embodiment combined in terms of full Software Implementation (including firmware, microcode etc.) or hardware and software, can unite here
Referred to as circuit, " module " or " system ".
The electronic equipment 400 of this exemplary embodiment according to the disclosure is described referring to Fig. 4.What Fig. 4 was shown
Electronic equipment 400 is only an example, should not function to the embodiment of the present disclosure and use scope bring any restrictions.
As shown in figure 4, electronic equipment 400 is showed in the form of universal computing device.The component of electronic equipment 400 can wrap
It includes but is not limited to: at least one above-mentioned processing unit 410, at least one above-mentioned storage unit 420, the different system components of connection
The bus 430 of (including storage unit 420 and processing unit 410), display unit 440.
Wherein, storage unit is stored with program code, and program code can be executed with unit 410 processed, so that processing is single
Member 410 executes the step described in above-mentioned " illustrative methods " part of this specification according to the various illustrative embodiments of the disclosure
Suddenly.For example, processing unit 410 can execute step S11~S14 shown in FIG. 1, can also execute step S21 shown in Fig. 2~
S29 etc..
Storage unit 420 may include the readable medium of volatile memory cell form, such as Random Access Storage Unit
(RAM) 421 and/or cache memory unit 422, it can further include read-only memory unit (ROM) 423.
Storage unit 420 can also include program/utility 424 with one group of (at least one) program module 425,
Such program module 425 includes but is not limited to: operating system, one or more application program, other program modules and
It may include the realization of network environment in program data, each of these examples or certain combination.
Bus 430 can be to indicate one of a few class bus structures or a variety of, including storage unit bus or storage
Cell controller, peripheral bus, graphics acceleration port, processing unit use any bus structures in a variety of bus structures
Local bus.
Electronic equipment 400 can also be with one or more external equipments 600 (such as keyboard, sensing equipment, bluetooth equipment
Deng) communication, can also be enabled a user to one or more equipment interact with the electronic equipment 400 communicate, and/or with make
Any equipment (such as the router, modulation /demodulation that the electronic equipment 400 can be communicated with one or more of the other calculating equipment
Device etc.) communication.This communication can be carried out by input/output (I/O) interface 450.Also, electronic equipment 400 can be with
By network adapter 460 and one or more network (such as local area network (LAN), wide area network (WAN) and/or public network,
Such as internet) communication.As shown, network adapter 460 is communicated by bus 430 with other modules of electronic equipment 400.
It should be understood that although not shown in the drawings, other hardware and/or software module can not used in conjunction with electronic equipment 400, including but not
Be limited to: microcode, device driver, redundant processing unit, external disk drive array, RAID system, tape drive and
Data backup storage system etc..
Through the above description of the embodiments, those skilled in the art is it can be readily appreciated that example described herein is implemented
Mode can also be realized by software realization in such a way that software is in conjunction with necessary hardware.Therefore, according to the disclosure
The technical solution of embodiment can be embodied in the form of software products, which can store non-volatile at one
Property storage medium (can be CD-ROM, USB flash disk, mobile hard disk etc.) in or network on, including some instructions are so that a calculating
Equipment (can be personal computer, server, terminal installation or network equipment etc.) is executed according to the exemplary implementation of the disclosure
The method of example.
The exemplary embodiment of the disclosure additionally provides a kind of computer readable storage medium, and being stored thereon with can be realized
The program product of this specification above method.In some possible embodiments, various aspects of the disclosure can also be realized
For a kind of form of program product comprising program code, when program product is run on the terminal device, program code is used for
Execute terminal device described in above-mentioned " illustrative methods " part of this specification according to the various exemplary embodiment party of the disclosure
The step of formula.
It is produced refering to what is shown in Fig. 5, describing the program according to the exemplary embodiment of the disclosure for realizing the above method
Product 500, can be using portable compact disc read only memory (CD-ROM) and including program code, and can set in terminal
It is standby, such as run on PC.However, the program product of the disclosure is without being limited thereto, in this document, readable storage medium storing program for executing can
With to be any include or the tangible medium of storage program, the program can be commanded execution system, device or device use or
Person is in connection.
Program product can be using any combination of one or more readable mediums.Readable medium can be readable signal Jie
Matter or readable storage medium storing program for executing.Readable storage medium storing program for executing for example can be but be not limited to electricity, magnetic, optical, electromagnetic, infrared ray or partly lead
System, device or the device of body, or any above combination.More specific example (the non exhaustive column of readable storage medium storing program for executing
Table) it include: the electrical connection with one or more conducting wires, portable disc, hard disk, random access memory (RAM), read-only storage
Device (ROM), erasable programmable read only memory (EPROM or flash memory), optical fiber, portable compact disc read only memory (CD-
ROM), light storage device, magnetic memory device or above-mentioned any appropriate combination.
Computer-readable signal media may include in a base band or as carrier wave a part propagate data-signal,
In carry readable program code.The data-signal of this propagation can take various forms, including but not limited to electromagnetic signal,
Optical signal or above-mentioned any appropriate combination.Readable signal medium can also be any readable Jie other than readable storage medium storing program for executing
Matter, the readable medium can send, propagate or transmit for by instruction execution system, device or device use or and its
The program of combined use.
The program code for including on readable medium can transmit with any suitable medium, including but not limited to wirelessly, have
Line, optical cable, RF etc. or above-mentioned any appropriate combination.
Can with any combination of one or more programming languages come write for execute the disclosure operation program
Code, programming language include object oriented program language-Java, C++ etc., further include conventional process
Formula programming language-such as " C " language or similar programming language.Program code can be calculated fully in user
It executes in equipment, partly execute on a user device, executing, as an independent software package partially in user calculating equipment
Upper part executes on a remote computing or executes in remote computing device or server completely.It is being related to remotely counting
In the situation for calculating equipment, remote computing device can pass through the network of any kind, including local area network (LAN) or wide area network
(WAN), it is connected to user calculating equipment, or, it may be connected to external computing device (such as utilize ISP
To be connected by internet).
In addition, above-mentioned attached drawing is only the schematic theory of the processing according to included by the method for disclosure exemplary embodiment
It is bright, rather than limit purpose.It can be readily appreciated that the time that above-mentioned processing shown in the drawings did not indicated or limited these processing is suitable
Sequence.In addition, be also easy to understand, these processing, which can be, for example either synchronously or asynchronously to be executed in multiple modules.
It should be noted that although being referred to several modules or list for acting the equipment executed in the above detailed description
Member, but this division is not enforceable.In fact, according to an exemplary embodiment of the present disclosure, above-described two or
More multimode or the feature and function of unit can embody in a module or unit.Conversely, above-described one
A module or the feature and function of unit can be to be embodied by multiple modules or unit with further division.
Those skilled in the art after considering the specification and implementing the invention disclosed here, will readily occur to its of the disclosure
His embodiment.This application is intended to cover any variations, uses, or adaptations of the disclosure, these modifications, purposes or
Adaptive change follow the general principles of this disclosure and including the undocumented common knowledge in the art of the disclosure or
Conventional techniques.The description and examples are only to be considered as illustrative, and the true scope and spirit of the disclosure are by claim
It points out.
It should be understood that the present disclosure is not limited to the precise structures that have been described above and shown in the drawings, and
And various modifications and changes may be made without departing from the scope thereof.The scope of the present disclosure is only limited by the attached claims.
Claims (10)
1. a kind of medical data standardized management method characterized by comprising
Obtain original medical data；
The original medical data are converted into standardized data；
The first index value of the standardized data is determined according to the patient information data in the standardized data, and according to institute
State the second index value that the diagnosis information data in standardized data determine the standardized data；
The standardized data is arranged as normal data table according to the first index value and the second index value.
2. the method according to claim 1, wherein the original medical data are converted to standardized data packet
It includes:
The original index of the original medical data is converted into standard index according to standard dictionary；
The original medical data are converted into the standardized data according to the data format of each standard index.
3. according to the method described in claim 2, it is characterized by further comprising:
Sensitive information data in the standardized data are subjected to desensitization process.
4. the method according to claim 1, wherein the patient information data includes public patient number, patient
One of name, patient identity card number, patient's cell-phone number, Gender, patient date of birth, patient's medical insurance card number are more
Kind；The diagnosis information data include medical number, medical card number, medical hospital, accurate visit, consultation time, medical examination
One of time, hospital stays are a variety of.
5. according to the method described in claim 4, it is characterized in that, true according to the patient information data in the standardized data
The first index value of the fixed standardized data, and the standard is determined according to the diagnosis information data in the standardized data
Change data second index value include:
Public patient number in the patient information data is determined as to the first index value of the standardized data, and will be described
Medical number in diagnosis information data is determined as the second index value of the standardized data；
When detecting in the patient information data not comprising public patient, according to patient information data generation
The virtual first index value of standardized data；
When detecting in the diagnosis information data not comprising medical number, the mark is generated according to the diagnosis information data
The virtual second index value of standardization data.
6. the method according to claim 1, wherein will according to the first index value and the second index value
It is that normal data table includes: that the standardized data, which arranges,
The identical standardized data of the second index value is clustered；
The standardized data after cluster is arranged according to the first index value, obtains the normal data table.
7. a kind of medical data management system characterized by comprising
Data acquisition module, for obtaining original medical data；
Standard handovers module, for the original medical data to be converted to standardized data；
Determining module is indexed, for determining the of the standardized data according to the patient information data in the standardized data
One index value, and determine that the second of the standardized data indexes according to the diagnosis information data in the standardized data
Value；
Data preparation module, for being by standardized data arrangement according to the first index value and the second index value
Normal data table.
8. system according to claim 7, which is characterized in that the standard handovers module further include:
Version determining unit, for determining the version of standard dictionary；
Index converting unit refers to for the original index of the original medical data to be converted to standard according to the standard dictionary
Mark；
Format conversion unit, it is described for being converted to the original medical data according to the data format of each standard index
Standardized data；
Data desensitization unit, for the sensitive information data in the standardized data to be carried out desensitization process；
Data preview unit, for showing the standardized data after desensitizing in advance；
The system also includes:
The normal data table is presented for full dose in full dose detection module, and by the standardized data of format exception, without described the
The standardized data high-lighting of one index value or second index value is shown；
Business configuration module, for according to the normal data table configuration service database.
9. a kind of electronic equipment characterized by comprising
Processor；And
Memory, for storing the executable instruction of the processor；
Wherein, the processor is configured to require 1-6 described in any item via executing the executable instruction and carry out perform claim
Method.
10. a kind of computer readable storage medium, is stored thereon with computer program, which is characterized in that the computer program
Method described in any one of claims 1-6 is realized when being executed by processor.
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| CN111078776A (en) * | 2019-12-10 | 2020-04-28 | 北京明略软件系统有限公司 | Data table standardization method, device, equipment and storage medium |
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| CN113010540A (en) * | 2019-12-20 | 2021-06-22 | 医渡云（北京）技术有限公司 | Information correlation method, device, medium and equipment between heterogeneous systems |
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